Pith. sign in

Paper Citation Record · LEDGER

Recommending the right academic programs: An interest mining approach using BERTopic

As of 18 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2501.06581.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.06581 v1

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:05:00.794998Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

70 of 70 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved65
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d3a9b40c-5c50-4581-8e53-19abf78f741a · outbound

This paper cites Accessed 10 November 2024 from www.statista.com/statistics/183995/ us-college-enrollment-and-projections-in-public-and-private-institutions (2023).

Recommending the right academic programs: An interest mining approach using BERTopic Accessed 10 November 2024 from www.statista.com/statistics/183995/ us-college-enrollment-and-projections-in-public-and-private-institutions (2023)

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.144737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.144737Z digest=sha256:4702a46286db28e717ec13cf64673c7b09c5355cd288be4ead3ff5a3e5f38135

Observation 1b874d2e-18c8-4867-93b2-4baa85b94e85 · outbound

This paper cites Accessed 20 August 2024 from www.mymajors.

Recommending the right academic programs: An interest mining approach using BERTopic Accessed 20 August 2024 from www.mymajors

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.185790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.185790Z digest=sha256:24290ba464000e426f3fd350a60b5ddd01536527c9b01c405da0e0512dce0f4f

Observation 687c60fe-bcf9-4c85-be32-35f7558a51b2 · outbound

This paper cites Plant Sci.

Recommending the right academic programs: An interest mining approach using BERTopic Plant Sci

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.225066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.225066Z digest=sha256:72d479de424b954c2e234181859e6671103d47872771c18f9a95ee6cf820dc81

Observation e4c73ccb-b818-409d-b568-4ae10eeb9841 · outbound

This paper cites Accessed 20 August 2024 from www.

Recommending the right academic programs: An interest mining approach using BERTopic Accessed 20 August 2024 from www

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.261469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.261469Z digest=sha256:b9bddd979fe2ceaffd77d322321f6042fc1d1b832f0e7dffe2ecbbc36e6954f9

Observation 49c30210-f660-4ac8-93e6-313e033c6a4b · outbound

This paper cites Accessed 10 November 2024 from nces.ed.gov/programs/coe/indicator/cmd/ education-expenditures-by-country (2023).

Recommending the right academic programs: An interest mining approach using BERTopic Accessed 10 November 2024 from nces.ed.gov/programs/coe/indicator/cmd/ education-expenditures-by-country (2023)

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.274802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.274802Z digest=sha256:3449c00f8601dd8dd021fca3e605256d091d603c45db6d892a176f0434191e73

Observation 45831070-64a7-4673-9952-e8f54b776492 · outbound

This paper cites Accessed 10 November 2024 from www.bestcolleges.com/ research/college-students-doubt-major-choice-survey (2024).

Recommending the right academic programs: An interest mining approach using BERTopic Accessed 10 November 2024 from www.bestcolleges.com/ research/college-students-doubt-major-choice-survey (2024)

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.297671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.297671Z digest=sha256:09a882448076011d8b3427a4374d972498b9d7f8ec6abaea7a112200beb2d272

Observation 47c67808-0266-4d9c-85e1-9bd784d474f4 · outbound

This paper cites 2 The colleges recommended to the 65 experiment users, encoded in the binary program rec- ommendation matrix M R,P.

Recommending the right academic programs: An interest mining approach using BERTopic 2 The colleges recommended to the 65 experiment users, encoded in the binary program rec- ommendation matrix M R,P

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.335728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.335728Z digest=sha256:258f3202b5c55ef927cfb989bad086f16d68344328c1fcbcaa7c77a75a4ca23b

Observation 42b7f0bf-6ae1-4cbf-aa0b-4006df621ead · outbound

This paper cites SIGCSE Bulletin 40(1), 402–406 (2008).

Recommending the right academic programs: An interest mining approach using BERTopic SIGCSE Bulletin 40(1), 402–406 (2008)

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.404737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.404737Z digest=sha256:d52ee2aa7d282d58e1d2f1e0666557f227c428ae2acd96e41de211165efb18b8

Observation 469c3867-b5c1-4053-8e0e-df11f4845192 · outbound

This paper cites Accessed 20 August 2024 from www.ziprecruiter.com/blog/regret-free-college-majors (2022).

Recommending the right academic programs: An interest mining approach using BERTopic Accessed 20 August 2024 from www.ziprecruiter.com/blog/regret-free-college-majors (2022)

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.455945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.455945Z digest=sha256:31d8f6bda2189eb3a22542bc95feadfb5e87c8c73320582391f7c1c5d86b3f06

Observation 0ea29612-0650-4bb0-9c6f-3a30076ef21c · outbound

This paper cites Policy insights from the behavioral and brain sciences 3(2), 220–227 (2016).

Recommending the right academic programs: An interest mining approach using BERTopic Policy insights from the behavioral and brain sciences 3(2), 220–227 (2016)

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.485818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.485818Z digest=sha256:b68ce5e25b21ddca281c38c2959e699c54600950e62a72f92681e571e6ea4b7d

Observation 634aad94-6302-4453-ba36-623bfdc55f82 · outbound

This paper cites European Journal of 30 Fig.

Recommending the right academic programs: An interest mining approach using BERTopic European Journal of 30 Fig

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.505884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.505884Z digest=sha256:69ac07897d3b47cd04564f1c99321891ad089d46c81a4469c69fea3502d9f153

Observation bafe6641-59f4-4217-81ec-d15cc35a6353 · outbound

This paper cites Decision Sciences 55(1), 7–16 (2024).

Recommending the right academic programs: An interest mining approach using BERTopic Decision Sciences 55(1), 7–16 (2024)

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.527368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.527368Z digest=sha256:212cf6ac212f3cccdd93c026e4d2026fdc850b986c782b87f13ef42b52c66905

Observation 10f83dc0-dce6-4554-9985-f6ddd7f92dbb · outbound

This paper cites International Journal of Information Technology and Electrical Engineering 3(4), 128–132 (2020).

Recommending the right academic programs: An interest mining approach using BERTopic International Journal of Information Technology and Electrical Engineering 3(4), 128–132 (2020)

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.554846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.554846Z digest=sha256:9a649060728ba2e1a16aff29c090c2879274344f2f337e94ace6ed1836ca3577

Observation 3f7e15ef-ae62-4016-9d9f-66cfb8e00dac · outbound

This paper cites In: 2nd International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE), pp.

Recommending the right academic programs: An interest mining approach using BERTopic In: 2nd International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE), pp

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.574748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.574748Z digest=sha256:95ed4204480665cce586355060a14e4813bfb81ddb4619074644f204de626d93

Observation f39a8522-07aa-484e-a7b0-9cc629f2068c · outbound

This paper cites Decision Support Systems 142, 113470 (2021).

Recommending the right academic programs: An interest mining approach using BERTopic Decision Support Systems 142, 113470 (2021)

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.621931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.621931Z digest=sha256:e8ee3e2c4e21c1b19e6a5c20f9e90c8093c1ba0550e5f7097325a9dcacf6abf0

Observation 8ed71a79-52c3-4de3-b2ed-d82c7007ef27 · outbound

This paper cites International Journal of Applied Information Systems 4(8), 38–42 (2012).

Recommending the right academic programs: An interest mining approach using BERTopic International Journal of Applied Information Systems 4(8), 38–42 (2012)

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.656434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.656434Z digest=sha256:ddd21cc3232e0c7da6f44b3b0c9a035484e564f877688682961f83561fe83577

Observation c29bda5b-eaeb-4949-b56d-cf125a9f714a · outbound

This paper cites Decision Sciences Journal of Innovative Education 11(1), 77–105 (2013).

Recommending the right academic programs: An interest mining approach using BERTopic Decision Sciences Journal of Innovative Education 11(1), 77–105 (2013)

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.685649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.685649Z digest=sha256:324ff4a06ee3d378b57f6de8e8908fb1e1260a46de12879b9c7d61ce9e4e7829

Observation 25966ca8-e170-450f-9ddb-28c102ec0cd8 · outbound

This paper cites Applied Sciences 12(24), 12525 (2022).

Recommending the right academic programs: An interest mining approach using BERTopic Applied Sciences 12(24), 12525 (2022)

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.714828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.714828Z digest=sha256:e08d4c6453db3b45c1d26309cedbe7a6680d7855e1068d82e6fa04a2ca77b028

Observation f2738edb-d262-4e26-948a-f06955c75dce · outbound

This paper cites Weiss, G., Chen, Y., Leeds, D.D.: A college major recommendation system.

Recommending the right academic programs: An interest mining approach using BERTopic Weiss, G., Chen, Y., Leeds, D.D.: A college major recommendation system

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.764834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.764834Z digest=sha256:187b0817efaa93d724453abf4371e0847ce343fefb727a9970f8f81181e9d6e5

Observation f7fd9094-d84f-4fc7-9440-694eab766a95 · outbound

This paper cites In: International Joint Conference on Computa- tional Intelligence (IJCCI) (2019).

Recommending the right academic programs: An interest mining approach using BERTopic In: International Joint Conference on Computa- tional Intelligence (IJCCI) (2019)

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.794741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.794741Z digest=sha256:68193bd8dbca609633ced8dd17dfb633eec4118cf91b0703ad68f449dd2aa8d6

Observation 6923b898-3a30-42de-9618-c364cfc50342 · outbound

This paper cites In: Companion Proceedings of the Web Conference 2018, pp.

Recommending the right academic programs: An interest mining approach using BERTopic In: Companion Proceedings of the Web Conference 2018, pp

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.837110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.837110Z digest=sha256:c2b665d2c79a937492f1db5de33bac0cac217be421f015accd63f978ec73b09b

Observation dc08a66e-b6b8-4856-b13a-aeb1312dfcd8 · outbound

This paper cites International Journal of Advanced Computer Science and Applications 7(3), 166–175 (2016).

Recommending the right academic programs: An interest mining approach using BERTopic International Journal of Advanced Computer Science and Applications 7(3), 166–175 (2016)

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.869043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.869043Z digest=sha256:70813f107899ae04bb544085936bfc57029277600febfaed0e245904d692fe57

Observation 68e14c23-a53f-4faf-bb4e-dd4ee9661607 · outbound

This paper cites In: Proceedings of the 10th ACM Conference on Recommender Systems, pp.

Recommending the right academic programs: An interest mining approach using BERTopic In: Proceedings of the 10th ACM Conference on Recommender Systems, pp

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.894744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.894744Z digest=sha256:b2a9fb1054c8977ed3e6bf7dd2aaee2716ccb19360e0f44d30b1a44d652f14f8

Observation 8022b064-c792-499a-9a05-2f23ff69d429 · outbound

This paper cites In: Proceedings of the International Conference on Web Intelligence, pp.

Recommending the right academic programs: An interest mining approach using BERTopic In: Proceedings of the International Conference on Web Intelligence, pp

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.898956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.898956Z digest=sha256:02d1b7044d1c2de37602b88fbb8c467edd18ec29d3d764ed3f97cfd7eef900ed

Observation 30a94e9a-b00d-4aaf-a8c9-8448805a8410 · outbound

This paper cites In: International Conference on Computer 32 Supported Education, vol.

Recommending the right academic programs: An interest mining approach using BERTopic In: International Conference on Computer 32 Supported Education, vol

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.905508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.905508Z digest=sha256:c8524bb9bdc852e3c57717c8d1288045852091d6e8751d080e062509c78938d9

Observation e0a8e694-45fe-4b37-82e0-aa8407ca8dc3 · outbound

This paper cites In: Proceedings of the Tenth International Conference on Learning Analytics & Knowledge, pp.

Recommending the right academic programs: An interest mining approach using BERTopic In: Proceedings of the Tenth International Conference on Learning Analytics & Knowledge, pp

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.924748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.924748Z digest=sha256:e5c9f187771b2181c990175e0bdf8bf9289b410ae1902932eface2b2c8a95177

Observation 7a877ff9-42f4-4b72-abf5-fb3302fe77f5 · outbound

This paper cites European Journal of Information Systems 25, 289–302 (2016).

Recommending the right academic programs: An interest mining approach using BERTopic European Journal of Information Systems 25, 289–302 (2016)

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.938428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.938428Z digest=sha256:cc0762d651e48b523395469ca6095c94e234a018b00b55a33706bd47eb276a1f

Observation 8ca1521a-2f2d-433e-8c84-87e57b12b32d · outbound

This paper cites Information Systems 112, 102131 (2023).

Recommending the right academic programs: An interest mining approach using BERTopic Information Systems 112, 102131 (2023)

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.967948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.967948Z digest=sha256:0affdb02957fb373ce3925ac39bbe6c19c57a8695bd88ac61ceb918c486974af

Observation 5c5730cf-f28a-4d7e-92b4-bb6ad156d055 · outbound

This paper cites International Journal of Modern Education and Computer Science 9(7), 50 (2017).

Recommending the right academic programs: An interest mining approach using BERTopic International Journal of Modern Education and Computer Science 9(7), 50 (2017)

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T21:04:59.990868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:04:59.990868Z digest=sha256:0d0c22c4f1fbcfad8b3e591e6565cd2ae66ab033309915e90fb1b8f666faaa78

Observation f7f71839-7059-41e9-bd10-0be729ec869b · outbound

This paper cites IEEE Transactions on Knowledge & Data Engineering 34(03), 1427–1445 (2022).

Recommending the right academic programs: An interest mining approach using BERTopic IEEE Transactions on Knowledge & Data Engineering 34(03), 1427–1445 (2022)

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.024742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.024742Z digest=sha256:a74170195d19e1c768f15ea1dbb361bf43005601411af1e118735a66fd4e5f69

Observation 51e7c768-3872-4691-a79f-911541a63b02 · outbound

This paper cites In: Proceedings of the Seventeenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, pp.

Recommending the right academic programs: An interest mining approach using BERTopic In: Proceedings of the Seventeenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, pp

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.064749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.064749Z digest=sha256:080bbc957f313e2e5ce2fb52ba36ad3d751ec0c6a41abb65e021e71b44975b93

Observation 2d2393f8-1022-4f8e-aad2-96672acad3a6 · outbound

This paper cites In: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp.

Recommending the right academic programs: An interest mining approach using BERTopic In: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.104742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.104742Z digest=sha256:fccd6dc38a89d3f928bb3be88c27ae9a2e7de7dd68e60964682902e34d441e59

Observation de528631-3127-48f7-9e41-251e455f5eeb · outbound

This paper cites Journal of Machine Learning Research 3(Jan), 993–1022 (2003).

Recommending the right academic programs: An interest mining approach using BERTopic Journal of Machine Learning Research 3(Jan), 993–1022 (2003)

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.136464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.136464Z digest=sha256:0fa48ee2134978523203d074b2a11194c6a4578a2e07e14c6e18e65a49b71625

Observation 388ba8dd-8aa0-4402-9056-7e665622d6cc · outbound

This paper cites Advances in neural information processing systems 13, 535–541 (2000).

Recommending the right academic programs: An interest mining approach using BERTopic Advances in neural information processing systems 13, 535–541 (2000)

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.155885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.155885Z digest=sha256:f1bae421cdc5c741e6a5ddbd0acdb5b793a7dc7520f730f076a04bcd7392cac5

Observation 4180243b-16b2-4401-8135-d3d245a46706 · outbound

This paper cites Top2Vec: Distributed Representations of Topics.

Recommending the right academic programs: An interest mining approach using BERTopic Top2Vec: Distributed Representations of Topics

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.194731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.194731Z digest=sha256:35acc8e166c2d217e8c75c31f9437fc95a2546f141303e2de72b48bc32587afc

Observation f54c7831-829e-45e8-bc0c-388e2e726ee7 · outbound

This paper cites BERTopic: Neural topic modeling with a class-based TF-IDF procedure.

Recommending the right academic programs: An interest mining approach using BERTopic BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.222308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.222308Z digest=sha256:21de5bde8bf0165f621c5993aff1702781bdb776727ed8f244b50d211391f4d6

Observation 46c4efd4-8b60-4025-8535-148b0db25094 · outbound

This paper cites Cross-lingual Contextualized Topic Models with Zero-shot Learning.

Recommending the right academic programs: An interest mining approach using BERTopic Cross-lingual Contextualized Topic Models with Zero-shot Learning

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.254741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.254741Z digest=sha256:f6368d5bb96264fa4f206571635cdb3111d4a13d0f2db3710e1e645429cc29fd

Observation 4a5009c7-c858-4262-b407-fed8b6ad01a7 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Recommending the right academic programs: An interest mining approach using BERTopic BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.286013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.286013Z digest=sha256:1a8e4b8bf9a895179866f82c28668d3722225540d87494b5c31d67d7072e1e60

Observation 3feb353d-4dae-4e2e-813f-cc2a3d8ae58c · outbound

This paper cites Topic Modelling Meets Deep Neural Networks: A Survey.

Recommending the right academic programs: An interest mining approach using BERTopic Topic Modelling Meets Deep Neural Networks: A Survey

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.324769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.324769Z digest=sha256:da10acd9035852cb901d7cb02f20603a4827b6e7eab629ee965e7b3dd90327e3

Observation 10d989b6-e949-45e9-922c-fd3f9afac94c · outbound

This paper cites In: Proceedings of Third International Conference on Communication, Computing and Electronics Systems: ICCCES 2021, pp.

Recommending the right academic programs: An interest mining approach using BERTopic In: Proceedings of Third International Conference on Communication, Computing and Electronics Systems: ICCCES 2021, pp

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.362919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.362919Z digest=sha256:52e74deebb4f0d5ed692c9b1c2051663da7d3d699fdcc9e9ea3b2d0ef7d0dfdd

Observation 75806988-b614-4c64-bbe4-03850088486f · outbound

This paper cites In: Computer Graphics Forum, vol.

Recommending the right academic programs: An interest mining approach using BERTopic In: Computer Graphics Forum, vol

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.393571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.393571Z digest=sha256:68ce85c5331fd2abfc29557058417baaff81fa1300a8c64436dd9a66ea34a540

Observation 883033cd-5207-405c-88d7-2f717142c0f7 · outbound

This paper cites SpringerPlus 5(1), 1–22 (2016).

Recommending the right academic programs: An interest mining approach using BERTopic SpringerPlus 5(1), 1–22 (2016)

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.421315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.421315Z digest=sha256:7ab9461f969e88867bc79331042bc786d180f60c6f8b0c621a1b0b19e345fdf8

Observation d7c3ea0b-3bed-44b1-96cf-1de515c003b6 · outbound

This paper cites Journal of Business Economics89(3), 327–356 (2019).

Recommending the right academic programs: An interest mining approach using BERTopic Journal of Business Economics89(3), 327–356 (2019)

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.451895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.451895Z digest=sha256:cfe51202e43a0dec97964dcbc5e09eb1ea866e72d77c21f5b2ce974fe32ff593

Observation 3b7c746d-5dcc-49fd-9984-d2a05ce3d4fd · outbound

This paper cites Materials Today: Proceedings 45, 5591–5596 (2021).

Recommending the right academic programs: An interest mining approach using BERTopic Materials Today: Proceedings 45, 5591–5596 (2021)

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.474747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.474747Z digest=sha256:c9c6ab951d45ffb055f4b267ed9e13e879488f7bcc33b4bf794a9829771b88ea

Observation 427855ee-9a88-4926-b5e2-e4c65e1d6c5f · outbound

This paper cites Frontiers in Sociology 7 (2022).

Recommending the right academic programs: An interest mining approach using BERTopic Frontiers in Sociology 7 (2022)

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.503683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.503683Z digest=sha256:90a4ad760df58729d223a2e48a6c19743303b45c40625c7500c73b3e027c8411

Observation 09486956-b060-405f-a308-dcc5484b0a58 · outbound

This paper cites Reliability Engineering & System Safety 224, 108522 (2022).

Recommending the right academic programs: An interest mining approach using BERTopic Reliability Engineering & System Safety 224, 108522 (2022)

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.511351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.511351Z digest=sha256:25ac8dcc309dec561824aa5f9d0832d71b8d737e8beaa3826e810f292fd83835

Observation 82149305-6f4f-4be8-982a-b89fd6689fd7 · outbound

This paper cites Frontiers in Computer Science 3, 775368 (2021).

Recommending the right academic programs: An interest mining approach using BERTopic Frontiers in Computer Science 3, 775368 (2021)

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.520112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.520112Z digest=sha256:e24d397c46754cb1e61290e4f7a00ecf21a27dfc40311533f1d41678d04ef418

Observation 9e670133-8f49-4ed0-ba74-10d87c927917 · outbound

This paper cites International Journal of Computer Applications 47(11), 44–50 (2012).

Recommending the right academic programs: An interest mining approach using BERTopic International Journal of Computer Applications 47(11), 44–50 (2012)

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.533327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.533327Z digest=sha256:c0626497b4be88f3d762e241f1873300910f1a8746cb42864bae07421181de95

Observation 456c7345-c7a6-428d-ac7a-3b56e93eae54 · outbound

This paper cites In: Proceed- ings of the PAKDD 1999 Workshop on Knowledge Disocovery from Advanced Databases, vol.

Recommending the right academic programs: An interest mining approach using BERTopic In: Proceed- ings of the PAKDD 1999 Workshop on Knowledge Disocovery from Advanced Databases, vol

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.544271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.544271Z digest=sha256:fb06198b9b501158cd4da2a3ffef2a0ae7b09333f93bae860b2064aa8cbfc369

Observation c153354b-ecd4-4a46-aac6-492b6c342a94 · outbound

This paper cites Business & Information Systems Engineering 63(6), 711–732 (2021).

Recommending the right academic programs: An interest mining approach using BERTopic Business & Information Systems Engineering 63(6), 711–732 (2021)

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.550712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.550712Z digest=sha256:9431547102603566f9a2b52479d0eb9ed3d34df49a2a0aad5134d19b44ac0fda

Observation 544fee26-76b4-4a00-a599-7388a5cd38d6 · outbound

This paper cites (eds.): Recommender Systems Handbook, 3rd edn.

Recommending the right academic programs: An interest mining approach using BERTopic (eds.): Recommender Systems Handbook, 3rd edn

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.565810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.565810Z digest=sha256:dceec21c8d8820ed8baea2dec0f22a6dc1ca0b88b8dad62b6046f1d03060dd30

Observation f412ac89-3dc9-4f19-a582-e48f307b4298 · outbound

This paper cites Information Systems 94, 101582 (2020).

Recommending the right academic programs: An interest mining approach using BERTopic Information Systems 94, 101582 (2020)

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.572974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.572974Z digest=sha256:2cd06f4b9305c36aa503fe275332580e728a432c2dd3ff5bed423d997cb724b2

Observation 6efe5576-289f-425c-8408-672218dff1f7 · outbound

This paper cites an application of BERTopic and zero-shot text classification.

Recommending the right academic programs: An interest mining approach using BERTopic an application of BERTopic and zero-shot text classification

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.584744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.584744Z digest=sha256:e5962c8d96e04707b4bbd46aa5a1f5792910207b98e398e510eff12c607f4e70

Observation 29d73c46-8354-4fc7-9a6f-ea02c4599588 · outbound

This paper cites NPJ Digital Medicine 6(1), 115 (2023).

Recommending the right academic programs: An interest mining approach using BERTopic NPJ Digital Medicine 6(1), 115 (2023)

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.616591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.616591Z digest=sha256:cb81a39dde559e90a8827b2166066e4e24d014068b6b8031f5dac9e08fec3f39

Observation 0601cc8c-3b0c-40ae-9dad-073b7b85224c · outbound

This paper cites Applied Sciences 13(2), 797 (2023).

Recommending the right academic programs: An interest mining approach using BERTopic Applied Sciences 13(2), 797 (2023)

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.646767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.646767Z digest=sha256:1ce580b840c8132971e05a3755ebd1bb3fd620082c1ede8a84761cc252705f98

Observation ec97b9ab-004e-45e6-afb8-4ad29b8d17ad · outbound

This paper cites In: Proceedings of NAACL- HLT, vol.

Recommending the right academic programs: An interest mining approach using BERTopic In: Proceedings of NAACL- HLT, vol

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.665581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.665581Z digest=sha256:f4f8c5157b9d13f4a64fac39c117008a90ee37c103ba401d59992451d535f845

Observation 54d9a779-3966-49eb-a6cd-4c65ac0ec141 · outbound

This paper cites In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, pp.

Recommending the right academic programs: An interest mining approach using BERTopic In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, pp

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.669833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.669833Z digest=sha256:d66161a115fb80b2e4bdca0d96c6f7d06674287b31914fd7e242b239f7f3c560

Observation 55e6a729-6c3a-4276-9e17-8db7b669f8fb · outbound

This paper cites Accessed 20 August 2024 from www.crummy.com/software/BeautifulSoup/bs4/doc (n.d.).

Recommending the right academic programs: An interest mining approach using BERTopic Accessed 20 August 2024 from www.crummy.com/software/BeautifulSoup/bs4/doc (n.d.)

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.683900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.683900Z digest=sha256:84699b1cadbf25343890f98b30cb9b665017247dc8e10bd11d98ed7f0f7ed971

Observation 7cb9af3d-c2db-4279-9f3d-a29b1ed940b7 · outbound

This paper cites O’Reilly Media, Inc., ??? (2009).

Recommending the right academic programs: An interest mining approach using BERTopic O’Reilly Media, Inc., ??? (2009)

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.694738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.694738Z digest=sha256:721e4905723005c54facb93a1cecf06f68c86328787219f25a6abedaf7ec7dd5

Observation 9a972860-e924-45fe-8649-c497da2e8342 · outbound

This paper cites Journal of Machine Learning Research 12, 2825–2830 (2011).

Recommending the right academic programs: An interest mining approach using BERTopic Journal of Machine Learning Research 12, 2825–2830 (2011)

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.703947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.703947Z digest=sha256:cec63f03d81362d34567eb90210be8003d2ce62761e3412e4dd6f216fb3c165b

Observation e173bc41-e87d-4f01-bab3-51975f43ed32 · outbound

This paper cites Accessed 20 August 2024 from github.com/amueller/word cloud (2009).

Recommending the right academic programs: An interest mining approach using BERTopic Accessed 20 August 2024 from github.com/amueller/word cloud (2009)

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.719410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.719410Z digest=sha256:b754eff67eaf6a985397f47653523e0e9ac0f57e51b8c7a1075e4379e0bae08e

Observation af0ee3af-fd50-41b3-8f00-4bab8e71bddf · outbound

This paper cites User Modeling and User-Adapted Interaction 31, 591–627 (2020).

Recommending the right academic programs: An interest mining approach using BERTopic User Modeling and User-Adapted Interaction 31, 591–627 (2020)

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.745572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.745572Z digest=sha256:2495f78af20d170727e86e404e6a4ef7c2780fe7b9304ed539400e81221472b7

Observation 290b2cf3-b042-46f3-b6c4-501d3f2c3095 · outbound

This paper cites In: Recommender Systems Handbook, pp.

Recommending the right academic programs: An interest mining approach using BERTopic In: Recommender Systems Handbook, pp

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.752091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.752091Z digest=sha256:51256f0d9b253b02d0749d9f53e52dac62a518fcaa738bd4dc74052cad28dc4d

Observation 4349da9b-be13-4f96-8875-8f992443d428 · outbound

This paper cites ACM Transactions on Intelligent Systems and Technology 14(5) (2023).

Recommending the right academic programs: An interest mining approach using BERTopic ACM Transactions on Intelligent Systems and Technology 14(5) (2023)

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.757295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.757295Z digest=sha256:edd58f33490182cecc8d1980eda29f80d440421e5e0862d22df3a42bb9f51efb

Observation d189ee96-b4db-4aad-971e-dc59cc07bd65 · outbound

This paper cites The VLDB Journal 31, 431–458 (2022).

Recommending the right academic programs: An interest mining approach using BERTopic The VLDB Journal 31, 431–458 (2022)

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:05:01.181583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T21:05:00.765553Z digest=sha256:2e3d80b03820060099b66d2ec41d6e48e2bbda41f1d86efd0aa2e575627c7f49

Observation 135c667d-5876-4da2-bfbb-da567965052c · outbound

This paper cites User Modeling and User-Adapted Interaction, 1–50 (2023).

Recommending the right academic programs: An interest mining approach using BERTopic User Modeling and User-Adapted Interaction, 1–50 (2023)

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:05:01.089708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T21:05:00.775578Z digest=sha256:f780c4819fddb02440c87ca2f77d009873db064422b2b0ca5ea29e95d586e9f4

Observation 0e5e9109-99ff-4cc0-9cb5-fef0e1f18152 · outbound

This paper cites In: Ricci, F., Rokach, L., Shapira, B.

Recommending the right academic programs: An interest mining approach using BERTopic In: Ricci, F., Rokach, L., Shapira, B

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:05:01.004748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T21:05:00.782918Z digest=sha256:7e80fe65d9f35c6f50379a695b63d770f3c8d31e11d0c64be1f866a38c1ecbde

Observation 1c658096-18dc-47f4-9362-64e195b2f069 · outbound

This paper cites Bias and Debias in Recommender System: A Survey and Future Directions.

Recommending the right academic programs: An interest mining approach using BERTopic Bias and Debias in Recommender System: A Survey and Future Directions

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-10T21:05:00.786700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:05:00.786700Z digest=sha256:0bd638db0764c9b358fd80adfd185277836c5d4fff19acd426c30663493e9a51

Observation 5d29775f-9766-44b6-94ed-d7886b5b8e9b · outbound

This paper cites In: Ramzan, N., Zwol, R., Lee, J.-S., Cl¨ uver, K., Hua, X.-S.

Recommending the right academic programs: An interest mining approach using BERTopic In: Ramzan, N., Zwol, R., Lee, J.-S., Cl¨ uver, K., Hua, X.-S

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:05:00.965059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T21:05:00.791222Z digest=sha256:a74d6c3981d7cd00531939b237a6f33fe235d43a4c666ae8914bf1fb83d6e3b4

Observation 1edcf253-ecec-4077-a2de-97627f5cda91 · outbound

This paper cites Trustworthy Recommender Systems.

Recommending the right academic programs: An interest mining approach using BERTopic Trustworthy Recommender Systems

Reference 70

Resolution
metadata mismatch
local_arxiv, observed 2026-08-10T21:05:00.838798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T21:05:00.794998Z digest=sha256:a683631a78673b975ab043a0345225c105c64b52ed352b831042dc755607c657

Pith citing papers

No inbound Pith citation observations are available.